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Wesley1600
Wesley1600COMMUNITY
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summarization

Generate concise summaries from documents, conversations, and transcripts.

Updated Nov 7, 2025
Search Tags:#document processing#summarization#content review#readability#meeting notes#text analysis#information extraction
One-click install
npx skills add https://github.com/Wesley1600/ClaudeCodeFrameWork --skill summarization
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: summarization
Source: https://github.com/Wesley1600/ClaudeCodeFrameWork/tree/main/.claude/skills/summarization
Command: npx skills add https://github.com/Wesley1600/ClaudeCodeFrameWork --skill summarization

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill solves the problem of information overload by quickly condensing lengthy documents, conversations, and transcripts into concise, actionable summaries. It saves users valuable time by allowing them to grasp essential information and make informed decisions without reading through vast amounts of text.

Core Features & Use Cases

  • Multi-source Retrieval: Summarizes content from local files, conversation history, or directly pasted text.
  • Flexible Formats: Outputs summaries in bullet points, paragraphs, executive summaries, or custom structures.
  • Detail Control: Adjust summary length from brief (TLDR) to detailed, depending on the depth of understanding required.
  • Use Case: Instantly get the key decisions and action items from a long meeting transcript, presented as bullet points, so you can act quickly without reviewing the entire discussion.

Quick Start

Summarize the attached meeting_notes.md file, giving me the key decisions and action items in bullet points.

Frequently Asked Questions about summarization

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I extract key points from long meeting transcripts quickly?▼

Summarization condenses meeting transcripts into structured bullet points highlighting decisions and action items, letting you grasp outcomes without reviewing the full conversation. Upload the transcript or paste text directly to generate concise, actionable summaries in seconds.

Can I summarize documents in different formats like bullets, paragraphs, or executive summaries?▼

Yes, this Skill supports flexible output formats including bullet points, paragraphs, and executive summaries. You control the detail level from brief TLDRs to detailed breakdowns, tailoring the format and depth to your specific needs.

What sources can I summarize—files, chat history, or pasted text?▼

You can summarize content from multiple sources: local files, conversation history, directly pasted text, and research papers. The Skill handles multi-source retrieval, so you're not limited to a single input format or location.

How do I extract themes, decisions, and action items from unstructured content?▼

Summarization applies smart extraction to identify and surface themes, decisions, and action items embedded in lengthy documents or transcripts. This context-aware analysis pulls out what matters most without manual review.

Can I adjust how detailed my summary is depending on what I need?▼

Yes, detail-level control lets you set summary length and depth. Choose brief overviews for quick scanning or detailed summaries for thorough understanding, matching the output to your specific use case.

Does this work for meeting notes, research papers, and conversation logs?▼

Summarization is designed for meeting notes, transcripts, research papers, and conversation logs. It handles long-form content across these document types, extracting insights relevant to each source.

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